Steven W. Zucker

According to our database1, Steven W. Zucker authored at least 154 papers between 1975 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 1988, "For contributions in computer vision and image processing".

Timeline

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Bibliography

2024
A separability-based approach to quantifying generalization: which layer is best?
CoRR, 2024

Zero-shot generalization across architectures for visual classification.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Learning dynamic representations of the functional connectome in neurobiological networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
IAN: Iterated Adaptive Neighborhoods for Manifold Learning and Dimensionality Estimation.
Neural Comput., March, 2023

Good continuation in 3D: the neurogeometry of stereo vision.
Frontiers Comput. Sci., 2023

A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units.
Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2020
On Qualitative Shape Inferences: a journey from geometry to topology.
CoRR, 2020

From Boundaries to Bumps: when closed (extremal) contours are critical.
CoRR, 2020

2018
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization.
SIAM J. Imaging Sci., 2018

Tensors, Differential Geometry and Statistical Shading Analysis.
J. Math. Imaging Vis., 2018

2017
Feedback between motion and sensation provides nonlinear boost in run-and-tumble navigation.
PLoS Comput. Biol., 2017

Feature Selection Facilitates Learning Mixtures of Discrete Product Distributions.
CoRR, 2017

What's In A Patch, II: Visualizing generic surfaces.
CoRR, 2017

What's In A Patch, I: Tensors, Differential Geometry and Statistical Shading Analysis.
CoRR, 2017

2015
Active Sets Improves Learning for Mixture Models.
CoRR, 2015

2014
How Shading Constrains Surface Patches without Knowledge of Light Sources.
SIAM J. Imaging Sci., 2014

Stereo, Shading, and Surfaces: Curvature Constraints Couple Neural Computations.
Proc. IEEE, 2014

An Online Algorithm for Learning Selectivity to Mixture Means.
CoRR, 2014

Feedforward Learning of Mixture Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

On relationships between fixation identification algorithms and fractal box counting methods.
Proceedings of the Eye Tracking Research and Applications, 2014

2013
Characterizing Ambiguity in Light Source Invariant Shape from Shading.
CoRR, 2013

Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Discovering thematic structure in political datasets.
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

Analysis of UN Voting Patterns via Diffusion Geometry and Thematic Clustering.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

The Visual Hierarchy Mirage: Seeing Trees in a Graph.
Proceedings of the Shape Perception in Human and Computer Vision, 2013

Distance Images and the Enclosure Field: Applications in Intermediate-Level Computer and Biological Vision.
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

2012
Structural inference in political science datasets.
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012

The differential geometry of shape from shading: Biology reveals curvature structure.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Distance Images and Intermediate-Level Vision.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

2010
Audio-visual group recognition using diffusion maps.
IEEE Trans. Signal Process., 2010

Differential Geometric Inference in Surface Stereo.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

General Geometric Good Continuation: From Taylor to Laplace via Level Sets.
Int. J. Comput. Vis., 2010

Similarity kernels via bi-clustering for conventional intergovernmental organizations.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2010

2009
The Mailman algorithm: A note on matrix-vector multiplication.
Inf. Process. Lett., 2009

Incorporating active vision into the body schema.
Proceedings of the 4th ACM/IEEE International Conference on Human Robot Interaction, 2009

2008
Epipolar Geometry for Humanoid Robotic Heads.
Proceedings of the Cognitive Vision, 4th International Workshop, 2008

2007
Greedy Basis Pursuit.
IEEE Trans. Signal Process., 2007

On the Differential Geometry of 3D Flow Patterns: Generalized Helicoids and Diffusion MRI Analysis.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Connection Geometry, Color, and Stereo.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

Multi-View Edge-based Stereo by Incorporating Spatial Coherence.
Proceedings of the Sixth International Conference on 3-D Digital Imaging and Modeling, 2007

2006
Contextual Inference in Contour-Based Stereo Correspondence.
Int. J. Comput. Vis., 2006

Differential Geometric Consistency Extends Stereo to Curved Surfaces.
Proceedings of the Computer Vision, 2006

Surface Geometric Constraints for Stereo in Belief Propagation.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Good Continuation in Layers: Shading flows, color flows, surfaces and shadows.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Medial Axis Computation and Evolution.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Indexing Hierarchical Structures Using Graph Spectra.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Good Continuation of General 2D Visual Features: Dual Harmonic Models and Computational Inference.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Stereo for Slanted Surfaces: First Order Disparities and Normal Consistency.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

2004
Hue geometry and horizontal connections.
Neural Networks, 2004

Geometrical Computations Explain Projection Patterns of Long-Range Horizontal Connections in Visual Cortex.
Neural Comput., 2004

Hue Flows and Scene Structure.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
The Perceptual Organization of Texture Flow: A Contextual Inference Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Sketches with Curvature: The Curve Indicator Random Field and Markov Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Multiscale Medial Loci and Their Properties.
Int. J. Comput. Vis., 2003

Hue fields and Color Curvatures: A Perceptual Organization Approach to Color Image Denoising.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Hamilton-Jacobi Skeletons.
Int. J. Comput. Vis., 2002

Spectral Methods for View-Based 3-D Object Recognition Using Silhouettes.
Proceedings of the Structural, 2002

View-Based 3-D Object Recognition using Shock Graphs.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Representing Edge Models via Local Principal Component Analysis.
Proceedings of the Computer Vision, 2002

On Computing Visual Flows with Boundaries: The Case of Shading and Edges.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

Geometry of Contour-based Correspondence for Stereo.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Complexity, Confusion, and Perceptual Grouping. Part II: Mapping Complexity.
Int. J. Comput. Vis., 2001

Complexity, Confusion, and Perceptual Grouping. Part I: The Curve-like Representation.
Int. J. Comput. Vis., 2001

Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

How Folds Cut a Scene.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Folds and Cuts: How Shading Flows Into Edges.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A Markov Process Using Curvature for Filtering Curve Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

Finding Folds: On the Appearance and Identification of Occlusion.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

On the Perceptual Organization of Texture and Shading Flows: From a Geometrical Model to Coherence Computation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Cliques, computation, and computational tractability.
Pattern Recognit., 2000

Attributed Tree Homomorphism Using Association Graphs.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Contour-Based Correspondence for Stereo.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Computing in Cortical Columns: Curve Inference and Stereo Correspondence.
Proceedings of the Biologically Motivated Computer Vision, 2000

1999
Matching Hierarchical Structures Using Association Graphs.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Computing With Self-Excitatory Cliques: A Model and an Application to Hyperacuity-Scale Computation in Visual Cortex.
Neural Comput., 1999

Shapes, shocks and wiggles.
Image Vis. Comput., 1999

Shock Graphs and Shape Matching.
Int. J. Comput. Vis., 1999

Computational Vision at Yale.
Int. J. Comput. Vis., 1999

Ligature Instabilities in the Perceptual Organization of Shape.
Comput. Vis. Image Underst., 1999

Contour Fragment Grouping and Shared, Simple Occluders.
Comput. Vis. Image Underst., 1999

Attributed Tree Matching and Maximum Weight Cliques.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

The Hamilton-Jacobi Skeleton.
Proceedings of the International Conference on Computer Vision, 1999

On the Evolution of the Skeleton.
Proceedings of the International Conference on Computer Vision, 1999

A Hamiltonian Approach to the Eikonal Equation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Indexing using a Spectral Encoding of Topological Structure.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Area and length minimizing flows for shape segmentation.
IEEE Trans. Image Process., 1998

Local Scale Control for Edge Detection and Blur Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Hyperbolic "Smoothing" of Shapes.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

An Overview of Recent Advances in Hodge Theory.
Proceedings of the Complex Manifolds, 1998

1997
Casting Light on Illumination: A Computational Model and Dimensional Analysis of Sources.
Comput. Vis. Image Underst., 1997

Area Minimizing Flows.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Reliable Computation and Related Games.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

What is a light source?
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Fragment grouping via the principle of perceptual occlusion.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Computing Contour Closure.
Proceedings of the Computer Vision, 1996

Space Scale Localization, Blur, and Contour-Based Image Coding.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

Shadows and shading flow fields.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Logical/Linear Operators for Image Curves.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Shapes, shocks, and deformations I: The components of two-dimensional shape and the reaction-diffusion space.
Int. J. Comput. Vis., 1995

Space occupancy using multiple shadowimages.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 1995

Indexing Visual Representations through the Complexity Map.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Shadows, Defocus and Reliable Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

A complexity space for curve grouping.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
On Optimal Control Methods in Computer Vision and Image Processing.
Proceedings of the Geometry-Driven Diffusion in Computer Vision, 1994

Curve-like sets, normal complexity, and representation.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Spatially Varying Illumination: A Computational Model of Converging and Diverging Sources.
Proceedings of the Computer Vision, 1994

1993
Diffuse shading, visibility fields, and the geometry of ambient light.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Visual Computations and Dot Cluster.
Proceedings of the Partitioning Data Sets, Proceedings of a DIMACS Workshop, 1993

From Curve Detection to Shape Description: an outline.
Proceedings of the Computer Vision: Systems, Theory and Applications, 1993

1992
Singularities of Principal Direction Fields from 3-D Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Efficient Simplex-Like Methods for Equilibria of Nonsymmetric Analog Networks.
Neural Comput., 1992

Shading Flows and Scenel Bundles: A New Approach to Shape from Shading.
Proceedings of the Computer Vision, 1992

Qualitative shape from active shading.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Copositive-plus Lemke algorithm solves polymatrix games.
Oper. Res. Lett., 1991

1990
Inferring Surface Trace and Differential Structure from 3-D Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

Coherent Compound Motion: Corners and Nonrigid Configurations.
Neural Comput., 1990

Potentials, valleys, and dynamic global coverings.
Int. J. Comput. Vis., 1990

Charting Surface Structure.
Proceedings of the Computer Vision, 1990

On the computational neurobiology of curve detection.
Proceedings of the British Machine Vision Conference, 1990

1989
Radial Projection: An Efficient Update Rule for Relaxation Labeling.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Trace Inference, Curvature Consistency, and Curve Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Two Stages of Curve Detection Suggest Two Styles of Visual Computation.
Neural Comput., 1989

Mean field theory and MT neurons.
Proceedings of the IEEE International Conference on Systems, 1989

1988
Planning collision-free trajectories in time-varying environments: a two-level hierarchy.
Vis. Comput., 1988

The organization of curve detection: Coarse tangent fields and fine spline coverings.
Neural Networks, 1988

Early Orientation Selection - Inferring Trace, Tangent, and Curvature Fields.
Int. J. Pattern Recognit. Artif. Intell., 1988

A Biologically Motivated Approach to Early Visual Computations: Orientation Selection, Texture and Optical Flow.
Proceedings of the Pattern Recognition, 1988

Computing principal direction fields as frame bundle cross sections.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

The Organization Of Curve Detection: Coarse Tangent Fields And Fine Spline Coverings.
Proceedings of the Second International Conference on Computer Vision, 1988

1987
The Local Structure of Image Discontinuities in One Dimension.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

From orientation selection to optical flow.
Comput. Vis. Graph. Image Process., 1987

Deblurring Gaussian blur.
Comput. Vis. Graph. Image Process., 1987

1986
The fox and the forest: toward a type I/type II constraint for early optical flow.
Proceedings of the ACM SIGGRAPH/SIGART Interdisciplinary Workshop on Motion: Representation and Perception, 1986

1985
Early orientation selection: Tangent fields and the dimensionality of their support.
Comput. Vis. Graph. Image Process., 1985

1983
Spatial pattern in sections of human muscle.
Pattern Recognit. Lett., 1983

A Gradient Projection Algorithm for Relaxation Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

On the Foundations of Relaxation Labeling Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

1982
Frame-to-Frame Coherence and the Hidden Surface Computation: Constraints for a Convex World.
ACM Trans. Graph., 1982

Cell Tracking: A Modeling and Minimization Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 1982

Detection of osteogenesis imperfecta by automated texture analysis.
Comput. Graph. Image Process., 1982

A Browsing Approach to Documentation.
Computer, 1982

1981
Continuous Relaxation and Local Maxima Selection: Conditions for Equivalence.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

A Three-Dimensional Edge Operator.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

On the Independence Assumption Underlying Subjective Bayesian Updating.
Artif. Intell., 1981

Computer Vision and Human Perception: An Essay on the Discovery of Constraints.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1979
ALVEN: A Study on Motion Understanding by Computer.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1977
Iterative Enhancemnent of Noisy Images.
IEEE Trans. Syst. Man Cybern., 1977

Correction to "An Application of Relaxation Labeling to Line and Curve Enhancement".
IEEE Trans. Computers, 1977

An Application of Relaxation Labeling to Line and Curve Enhancement.
IEEE Trans. Computers, 1977

Production systems with feedback.
SIGART Newsl., 1977

Toward Consistent Descriptions in Vision Systems.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977

1976
Scene Labeling by Relaxation Operations.
IEEE Trans. Syst. Man Cybern., 1976

1975
Picture Segmentation by Texture Discrimination.
IEEE Trans. Computers, 1975

General-purpose models: expectations about the unexpected.
SIGART Newsl., 1975


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